{"id":"W7017810648","doi":"","title":"Canadian Society of Plastic Surgeons/Société Canadienne des Chirurgiens Plasticiens: Abstracts presented at the 64th Annual Meeting / 64e Réunion annuelle June 15–19, 2010, Halifax, Nova Scotia","year":2010,"lang":"en","type":"article","venue":"Europe PMC (PubMed Central)","topic":"Organ and Tissue Transplantation Research","field":"Medicine","cited_by":0,"is_retracted":false,"has_abstract":false,"ca_institutions":"","funders":"","keywords":"Nova scotia; Research council; Annual report","routes":{"ca_aff":false,"ca_fund":false,"ca_venue":false,"about_ca":true,"invisible_to_affiliation_only":true},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001001727,0.0003338833,0.0004102677,0.0001972051,0.0004430512,0.0000615659,0.0003595108,0.0001675309,0.001300235],"category_scores_gemma":[0.001388515,0.0002609167,0.000188794,0.0007911552,0.0006401141,0.000161907,0.00008015581,0.0008320601,0.0001582712],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0003543354,"about_ca_system_score_gemma":0.001018325,"about_ca_topic_candidate":true,"about_ca_topic_consensus":true,"about_ca_topic_score_codex":0.315736,"about_ca_topic_score_gemma":0.8128743,"domain_scores_codex":[0.9960316,0.0001539417,0.0005994737,0.000499883,0.0006082844,0.002106821],"domain_scores_gemma":[0.9962929,0.0006672334,0.0002062846,0.0005061289,0.0004304385,0.00189694],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.0008500913,0.0006454377,0.7427435,0.00126964,0.0008818046,0.00106661,0.04208365,0.001023064,0.04097616,0.000156843,0.1658591,0.002444136],"study_design_scores_gemma":[0.001930478,0.00008661466,0.9075832,0.0001734044,0.0001968564,0.0002797184,0.001396004,0.0002315139,0.01151333,0.000005627975,0.07628657,0.0003167038],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.9902264,0.0002354884,0.00001566445,0.002594984,0.002131109,0.0008433319,0.001019046,0.00007116018,0.002862813],"genre_scores_gemma":[0.9882713,0.0002633526,0.0001743007,0.0002324742,0.0002570686,0.00001085519,0.0002531695,0.00008112906,0.01045634],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4971383,"threshold_uncertainty_score":0.9999843,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.01824325654868016,"score_gpt":0.2476609488245412,"score_spread":0.2294176922758611,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}